CyberHarem/kumano_azurlane

---
license: mit
task_categories:
- text-to-image
tags:
- art
- not-for-all-audiences
size_categories:
- n<1K
---

# Dataset of kumano/熊野/熊野 (Azur Lane)

This is the dataset of kumano/熊野/熊野 (Azur Lane), containing 137 images and their tags.

The core tags of this character are `blonde_hair, breasts, long_hair, horns, purple_eyes, oni_horns, large_breasts, hair_ornament, cross_hair_ornament, bangs, hair_between_eyes, between_breasts`, which are pruned in this dataset.

Images are crawled from many sites (e.g. danbooru, pixiv, zerochan ...), the auto-crawling system is powered by [DeepGHS Team](https://github.com/deepghs)([huggingface organization](https://huggingface.co/deepghs)).

## List of Packages

| Name | Images | Size | Download | Type | Description |
|:-----------------|---------:|:-----------|:-----------------------------------------------------------------------------------------------------------------|:-----------|:---------------------------------------------------------------------|
| raw | 137 | 228.36 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kumano_azurlane/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 137 | 118.03 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kumano_azurlane/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 358 | 269.77 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kumano_azurlane/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 137 | 197.05 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kumano_azurlane/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 358 | 404.03 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kumano_azurlane/resolve/main/dataset-stage3-p480-1200.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |

### Load Raw Dataset with Waifuc

We provide raw dataset (including tagged images) for [waifuc](https://deepghs.github.io/waifuc/main/tutorials/installation/index.html) loading. If you need this, just run the following code

```python
import os
import zipfile

from huggingface_hub import hf_hub_download
from waifuc.source import LocalSource

# download raw archive file
zip_file = hf_hub_download(
repo_id='CyberHarem/kumano_azurlane',
repo_type='dataset',
filename='dataset-raw.zip',
)

# extract files to your directory
dataset_dir = 'dataset_dir'
os.makedirs(dataset_dir, exist_ok=True)
with zipfile.ZipFile(zip_file, 'r') as zf:
zf.extractall(dataset_dir)

# load the dataset with waifuc
source = LocalSource(dataset_dir)
for item in source:
print(item.image, item.meta['filename'], item.meta['tags'])
```

## List of Clusters

List of tag clustering result, maybe some outfits can be mined here.

### Raw Text Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | Tags |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| 0 | 38 |  |  |  |  |  | white_shirt, 1girl, looking_at_viewer, solo, sharp_teeth, gyaru, school_uniform, blush, smile, black_gloves, blue_skirt, cleavage, pleated_skirt, cardigan_around_waist, single_elbow_glove, single_glove, brown_cardigan, lollipop, thigh_strap, purple_bowtie, collared_shirt, white_background, collarbone, purple_skirt, holding_food, simple_background |
| 1 | 5 |  |  |  |  |  | 1girl, cleavage, grin, looking_at_viewer, official_alternate_costume, solo, red_panties, simple_background, white_background, blush, side-tie_panties, black_gloves, necktie_between_breasts, purple_hoodie, sharp_teeth, thighs |
| 2 | 11 |  |  |  |  |  | 1girl, frilled_bikini, hair_flower, looking_at_viewer, sharp_teeth, solo, bare_shoulders, black_gloves, off-shoulder_bikini, open_mouth, blush, cleavage, multicolored_bikini, navel, single_elbow_glove, underboob, single_glove, smile, water, innertube, lollipop, mismatched_bikini, ahoge, holding, tongue_out, choker, collarbone, simple_background, white_background |
| 3 | 13 |  |  |  |  |  | 1girl, looking_at_viewer, blush, official_alternate_costume, smile, solo, arabian_clothes, black_gloves, gold_chain, navel, veil, bare_shoulders, butterfly, harem_outfit, pelvic_curtain, dancer, elbow_gloves, curtain_grab, jewelry, thighs, tongue_out, teeth |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | white_shirt | 1girl | looking_at_viewer | solo | sharp_teeth | gyaru | school_uniform | blush | smile | black_gloves | blue_skirt | cleavage | pleated_skirt | cardigan_around_waist | single_elbow_glove | single_glove | brown_cardigan | lollipop | thigh_strap | purple_bowtie | collared_shirt | white_background | collarbone | purple_skirt | holding_food | simple_background | grin | official_alternate_costume | red_panties | side-tie_panties | necktie_between_breasts | purple_hoodie | thighs | frilled_bikini | hair_flower | bare_shoulders | off-shoulder_bikini | open_mouth | multicolored_bikini | navel | underboob | water | innertube | mismatched_bikini | ahoge | holding | tongue_out | choker | arabian_clothes | gold_chain | veil | butterfly | harem_outfit | pelvic_curtain | dancer | elbow_gloves | curtain_grab | jewelry | teeth |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------|:--------|:--------------------|:-------|:--------------|:--------|:-----------------|:--------|:--------|:---------------|:-------------|:-----------|:----------------|:------------------------|:---------------------|:---------------|:-----------------|:-----------|:--------------|:----------------|:-----------------|:-------------------|:-------------|:---------------|:---------------|:--------------------|:-------|:-----------------------------|:--------------|:-------------------|:--------------------------|:----------------|:---------|:-----------------|:--------------|:-----------------|:----------------------|:-------------|:----------------------|:--------|:------------|:--------|:------------|:--------------------|:--------|:----------|:-------------|:---------|:------------------|:-------------|:-------|:------------|:---------------|:-----------------|:---------|:---------------|:---------------|:----------|:--------|
| 0 | 38 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 5 |  |  |  |  |  | | X | X | X | X | | | X | | X | | X | | | | | | | | | | X | | | | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 11 |  |  |  |  |  | | X | X | X | X | | | X | X | X | | X | | | X | X | | X | | | | X | X | | | X | | | | | | | | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | |
| 3 | 13 |  |  |  |  |  | | X | X | X | | | | X | X | X | | | | | | | | | | | | | | | | | | X | | | | | X | | | X | | | | X | | | | | | | X | | X | X | X | X | X | X | X | X | X | X | X |

原始信息汇总

数据集概述：kumano/熊野/熊野 (Azur Lane)

数据集基本信息

• 名称：kumano/熊野/熊野 (Azur Lane)
• 包含内容：137张图像及其标签
• 核心标签：blonde_hair, breasts, long_hair, horns, purple_eyes, oni_horns, large_breasts, hair_ornament, cross_hair_ornament, bangs, hair_between_eyes, between_breasts
• 许可：MIT
• 任务类别：text-to-image
• 标签：art, not-for-all-audiences
• 大小类别：n<1K

数据集内容详细说明

图像来源

• 采集自：多个网站（如danbooru, pixiv, zerochan等）
• 采集系统：由DeepGHS Team开发

数据集包列表

名称	图像数量	大小	类型	描述
raw	137	228.36 MiB	Waifuc-Raw	包含元信息的原始数据，最小边对齐至1400像素（如果更大）
800	137	118.03 MiB	IMG+TXT	短边不超过800像素的数据集
stage3-p480-800	358	269.77 MiB	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素
1200	137	197.05 MiB	IMG+TXT	短边不超过1200像素的数据集
stage3-p480-1200	358	404.03 MiB	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素

数据集加载

• 加载工具：Waifuc
• 加载方法：提供Python代码示例，用于下载和解压数据集，并通过Waifuc加载数据。

数据集标签聚类结果

聚类列表

#	样本数	标签（示例）
0	38	white_shirt, 1girl, looking_at_viewer, solo, sharp_teeth, gyaru, school_uniform, blush, smile, ...
1	5	1girl, cleavage, grin, looking_at_viewer, official_alternate_costume, solo, red_panties, ...
2	11	1girl, frilled_bikini, hair_flower, looking_at_viewer, sharp_teeth, solo, bare_shoulders, ...
3	13	1girl, looking_at_viewer, blush, official_alternate_costume, smile, solo, arabian_clothes, ...

此列表展示了不同聚类中的样本数量及典型标签，有助于理解和利用数据集中的图像内容。